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Dataiku Core Designer
Discover with Dataiku
Immerse yourself in the world of Dataiku. This course covers project creation, data cleansing, statistical analysis and the implementation of predictive models.
Dataiku Core Designer
On request
Choose your session
Course description
Learn from an Artefact expert how to use the Dataiku solution to develop and accelerate your data science projects. Designed for beginners, this course will enable you to develop an end-to-end prototype based on real data. By the end of the course, you will have acquired the skills needed to obtain official Dataiku Core Designer certification.Objectives
At the end of this course, which combines theory, interactive exercises with Dataiku, and guided case studies, you will be able to :
Create a project on Dataiku
Handle your data with the usual data cleansing operations
Selecting, training and evaluating machine learning algorithms
Public
As this is an introductory course, it is open to everyone:
- Analytical
- IT
- Management
- Business
Prerequisites
No prerequisites.Evaluation
Passing the official "Core Designer" certification.Program
Dataiku Core Designer
1. FUNDAMENTAL CONCEPTS OF DATAIKU
15 minutes
Presentation of the solution
The Flow
Data sets
Revenue
2. DEVELOPING A DATA ANALYSIS PROJECT
3 hours
Getting to grips with the platform and creating your first project
Overview of different data sources
Connection to a database
Preparing data with Join and Prepare recipes
Create graphs to visualise your data
3. TRAINING MACHINE LEARNING ALGORITHMS
4 hours
What is Machine Learning?
Use of the SPLIT recipe to separate the data into a training set and a test set
Selecting and training machine learning models
Select the variables on which to train the models
Configure models by selecting their hyperparameters
Analysing the performance of a machine learning model
Interpreting model results
Applying a machine learning model to new data
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FAQ
Do you have any other questions about Artefact School of Data? We'd love to hear from you.
What is the difference between Artefact School of Data and other courses?
World-renowned learning and a unique educational experience. More than 5,000 students around the world have been trained by our experts atArtefact. You will benefit from immersion training with one of the world leaders in Data & AI, who will share their expertise with you. Every day, you'll learn from real-life cases you've worked on with some of the world's biggest companies.
How do I apply for our courses?
The registration process is very simple: you apply directly for the course of your choice, explaining your motivation and describing your career path. You can also download our full programme and make an appointment with our team.
How can I finance my training?
There are a number of funding solutions available to you: personal funding (in one or more instalments), use of your Personal Training Account (CPF), assistance from Pôle emploi, funding via your company's OPCO if you are in post, Professional Transition Project (PTP), Agefiph, etc. As each professional project and each funding application is unique, we offer you a personalised meeting to answer all your questions and help you through the process. You can also watch a video showing all the financing options available.
Are the courses face-to-face or distance learning?
We recommend taking the course face-to-face, in order to take full advantage of the learning environment within a leading player in Data and Artificial Intelligence, and to benefit from direct exchanges with the trainers and other participants.
However, for greater flexibility, our courses can also be taken at a distance or in a hybrid format. Every effort is made to ensure that you can participate in the best possible conditions, either from our classroom or from home, depending on your preference. This flexible format has been designed to optimise your learning throughout the course.
Who are the speakers at Artefact School of Data?
The lecturers at Artefact School of Data are senior Data Scientists, Data Analysts and Data Engineers. They all work forArtefactone of the world leaders in data. Thanks to their day-to-day work with Artefact's customers, they are confronted with the real and current issues faced by companies. This proximity to the field means that we can offer training that is rooted in the reality of data projects, built on their experience and the challenges they face every day.
Are our training courses Qualiopi certified?
Our training courses are certified "Qualiopi pour l'action de formation".
What support is there to help you find a job?
Every day, our students have the opportunity to work alongside Artefact employeesone of the leaders in the data industry. This means that every day, they meet Data Scientists, Data Analysts, Data Engineers and Data Marketing experts, who make up their team. professional network and increase their chances of securing a future position with Artefact or from one of our partners.